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A real-time smart bike safety system that detects fast-approaching vehicles from behind and alerts the rider via audio and visual triggers to reduce collision risk.
We trained a model to hear how you feel. Speak, and it knows your emotion. Real-time voice emotion detection, built from scratch.
FlowState is an AI-powered focus companion that detects browser activity, tracks distraction patterns, and helps ADHD users stay in the zone through user-tailored AI.
A way to help consumers learn more about what they're eating.
Privacy-first AI for accessibility, independence, and everyday support for disabled individuals
Sunpatch turns backyard growing into a local food network: optimize your farm, list your harvest, and trade or buy from nearby growers.
California grows 1/3 of US vegetables. Hospitals are mandated to buy local. Farms still can't get in. AggieLink is the matching layer that closes the gap.
Interactive virus spread simulator for social awareness, educating the public on how pandemic safety policies shape real outcomes with an accessible platform to control parameters and shape outbreak.
Turning lived experience into research direction.
Text an AI that spawns real browsers, scrapes Reddit/X/LinkedIn live, and turns intel into marketing campaigns.
context and finance layer for nonprofits.
roomba cosplaying as garfield
Choosing a doctor should not feel like a gamble. Vouch is an AI-powered healthcare trust platform helping LGBTQIA+ people discover affirming providers through community-verified insights in real time.
A donation intake website which quickly logs products, classifies items with AI & manually, and tracks current stock.
GardInspire is a webapp that helps you grow your dreams into reality.
One call connects surplus food to the people who need it most, in any language, with no app required.
Tightknit is a neighborhood time-banking app: neighbors help neighbors with their time, not their wallet, so small favors stay accessible even when cash is tight.
Scan your crop. Beat the weather. Save your harvest.FarmLens AI helps small farmers scan a crop, check local weather risk, and get a plain-language 7-day action plan.
Bike safer, not speedier.
Mendly is a physical therapy app that gamifies recovery via streaks and leaderboards, paired with a smart glove that counts reps and corrects exercise form in real-time for faster healing.
Skaler is a campus volunteering app: an LLM ranks opportunities for each student, writes a one-line why this fits you, and surfaces social proof from their network.
Know your rights instantly. Warrant is a real-time ICE activity map with an AI panic button that explains your legal rights in English & Spanish and alerts your contacts.
People who go to different countries suffer depression at higher rates due to linguistic loneliness. Let's Lang out gives you an AI friend who can speak multiple languages to practice or talk.
PitchSlapped is a real-time Shark Tank simulator where you pitch your startup idea to 3 ruthless AI judges, each with a distinct personality and voice, who debate & evaluate your pitch with feedback.
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